{"id":"W2750384283","doi":"10.1093/ecco-jcc/jjx117","title":"The Expanding Therapeutic Armamentarium for Inflammatory Bowel Disease: How to Choose the Right Drug[s] for Our Patients?","year":2017,"lang":"en","type":"review","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"","keywords":"Medicine; Vedolizumab; Ustekinumab; Biosimilar; Ulcerative colitis; Inflammatory bowel disease; Intensive care medicine; Drug; Disease; Crohn's disease; Infliximab; Biologic Agents; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006468974,0.0003388269,0.0005097408,0.00005512961,0.000833705,0.0004678236,0.0006757414,0.0001256344,0.000001757119],"category_scores_gemma":[0.0002391147,0.0001838716,0.0007844558,0.00001946927,0.00008790786,0.00001715469,0.0001335308,0.0001746931,0.00000106567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006281443,"about_ca_system_score_gemma":0.0005276562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.192471e-7,"about_ca_topic_score_gemma":0.00001507553,"domain_scores_codex":[0.9984468,0.0001426677,0.0005494612,0.0002528989,0.0002247915,0.0003834331],"domain_scores_gemma":[0.9976789,0.00009566227,0.001043102,0.0005130401,0.0003559404,0.0003133195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005959684,0.000141935,0.0003377006,0.0076775,0.001724191,0.0001128154,0.0001447991,0.000002634724,0.000005334172,0.0008275629,0.0881294,0.8949364],"study_design_scores_gemma":[0.0007095454,0.000107342,0.01464645,0.001044447,0.0007663066,0.0000149085,0.00007615484,0.000001736163,0.000008369274,0.0001671775,0.9822065,0.0002511049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004739111,0.9900512,0.00009828274,0.0008973003,0.001140562,0.002519522,0.0005147994,0.000003528072,0.0000357376],"genre_scores_gemma":[0.009783719,0.984615,0.00003894256,0.0003598036,0.002142517,0.0006367603,0.00007208918,0.00007690214,0.002274226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8946853,"threshold_uncertainty_score":0.7498066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205184156888098,"score_gpt":0.3145327230595468,"score_spread":0.294014307370737,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}